This paper describes two methods aimed at improving dead-reckoning accuracy
with fiber-optic gyroscopes (FOGs) in mobile robots. The first method is a
precision calibration procedure for FOGs, which effectively reduces the il
l effects of nonlinearity of the scale-factor and temperature dependency, T
he second method is the implementation of an indirect feedback Kalman filte
r that fuses the sensor data from the FOG with the odometry system of the m
obile robot.
The paper also provides experimental results and compares the relative effe
ctiveness of the two methods as implemented on a four-wheel drive/skidsteer
Pioneer AT mobile robot.